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Deep Learning Used to Trick Hackers
Source: unite.ai A group of computer scientists at the University of Texas at Dallas have developed a new approach for defending against cybersecurity. Rather than blocking hackers, they entice Read More
Deltec Bank Bahamas says Deep Learning can help in Time Series Analysis and Sentiment Analysis
Source: menafn.com In 2012, a researcher Krizhevsky entered the renowned image classification contest – ImageNet with a Convolutional Neural Network called AlexNet designed by his team. And Read More
The seven dimensions of AI
Source: itproportal.com Research shows that 40 per cent of companies claiming to use artificial intelligence (AI) lack tangible evidence of its application. Without true understanding or legitimate Read More
Machine learning picks out hidden vibrations from earthquake data
Source: mit.edu Over the last century, scientists have developed methods to map the structures within the Earth’s crust, in order to identify resources such as oil reserves, Read More
Machine learning reveals earth tremor and slip occur continuously, not intermittently
Source: phys.org Applying deep learning to seismic data has revealed tremor and slip occur at all times—before and after known large-scale slow-slip earthquakes—rather than intermittently in discrete Read More
Researchers find way to boost self-supervised AI models’ robustness
Source: venturebeat.com In self-supervised learning — an AI technique where the training data is automatically labeled by a feature extractor — the extractor can exploit low-level features (known as Read More
Google researchers use multiple cameras to reduce error rates for robot insertion and stacking tasks
Source: venturebeat.com Object-manipulating robots rely on cameras to make sense of the world around them, but these cameras often require careful installation and ongoing calibration and maintenance. Read More
Deep Learning Used to Find Disease-Related Genes
Source: unite.ai A new study led by researchers at Linköping University demonstrates how an artificial neural network (ANN) can reveal large amounts of gene expression data, and it can Read More
HOW TO MAKE SURE YOUR ROBOT DOESN’T DROP YOUR WINE GLASS
Source: analyticsindiamag.com From microelectronics to mechanics and machine learning, the modern-day robots are a marvel of multiple engineering disciplines. They use sensors, image processing and reinforcement learning Read More
Google Brain and DeepMind researchers attack reinforcement learning efficiency
Source: venturebeat.com Reinforcement learning, which spurs AI to complete goals using rewards or punishments, is a form of training that’s led to gains in robotics, speech synthesis, and more. Read More
Artificial intelligence trained to find disease-related genes
Source: drugtargetreview.com An artificial neural network has revealed patterns in huge amounts of gene expression data and discovered groups of disease-related genes. The developers, from Linköping University, Read More
Google’s new AI can intelligently crop videos for any screen size
Source: thenextweb.com How many times have you seen a video being badly cropped when you watch it on a mobile device? It’s quite frustrating and annoying, and Read More
Google’s ClearGrasp AI model helps robots better recognize transparent objects
Source: venturebeat.com Optical sensors such as cameras and lidar are a fundamental part of modern robotics platforms, but they suffer from a common flaw: transparent objects like Read More
HOW TO IMPROVE GENERALISATION IN DEEP REINFORCEMENT LEARNING?
Source: analyticsindiamag.com A team at NYU and Modl.ai have posited in their recent work, that simple image processing techniques (listed below) can improve the generalisation in deep reinforcement learning Read More
Researchers develop technique to increase sample efficiency in reinforcement learning
Source: venturebeat.com In reinforcement learning, the goal generally is to spur an AI-driven agent to complete tasks via systems of rewards. This is achieved either by learning a Read More
RESEARCHERS DEVELOPED DEEP LEARNING FOR AUTOMATIC CLASSIFICATION OF SLEEP STAGES
Source: analyticsinsight.net Deep learning which is also termed as hierarchical learning or deep structured learning uses a layered algorithmic architecture to analyze data. Its peculiarity helps organizations and Read More
DeepMind trains robots to insert USB keys and stack colored blocks
Source: venturebeat.com Robots perform better at a range of tasks when they draw on a growing body of experience. That’s the assertion of a team of researchers Read More
New model to identify sleep stages
Source: telanganatoday.com Helsinki: A new learning model for identifying sleep stages with exact precision as that of a physician has been identified by a recent study. The Read More
VA doctors are using artificial intelligence to diagnose cancer
Source: militarytimes.com A team of researchers at the James A. Haley Veterans’ Hospital in Tampa, Florida, is revolutionizing the way cancer is documented by enlisting the help Read More
Artificial intelligence ‘sees’ quantum advantages
Source: spacedaily.com Russian researchers from the Moscow Institute of Physics and Technology, Valiev Institute of Physics and Technology, and ITMO University have created a neural network that Read More
Google’s ML-fairness-gym lets researchers study the long-term effects of AI’s decisions
Source: venturebeat.com Determining whether an AI system is maintaining fairness in its predictions requires an understanding of models’ short- and long-term effects, which might be informed by Read More
Two major flaws detected in Microsoft Azure Cloud by cybersecurity firm Check Point
Source: indulgexpress.com As Microsoft CEO Satya Nadella emphasized on keeping Azure Cloud secure with integrated end-to-endidentity, security and compliance solutions, cybersecurity firm Check Point revealed that it Read More
Google Open-Sources Reformer Efficient Deep-Learning Model
Source: infoq.com Researchers from Google AI recently open-sourced the Reformer, a more efficient version of the Transformer deep-learning model. Using a hashing trick for attention calculation and reversible residual layers, the Read More
Machine learning could improve tissue model purity
Source: drugtargetreview.com Researchers have developed a novel method for producing lung cells in vitro using machine learning. The creators of the artificial intelligence technique believe their work will improve models of Read More
Learn how to analyze big data with this training for less than $50
Source: nypost.com Even though big data has taken over the world, it turns out there’s a massive problem afoot in the industry: most data collected by businesses Read More
Deep Learning Enables Real-Time Imaging Around Corners
Source: photonics.com A team of U.S. researchers has created a laser-based system able to image around corners in real time. With further development, the system may allow Read More
AI learning technique may illustrate function of reward pathways in the brain
Source: techxplore.com A team of researchers from DeepMind, University College and Harvard University has found that lessons learned in applying learning techniques to AI systems may help Read More
Using machine learning to reduce traffic congestion
Source: news.psu.edu UNIVERSITY PARK, Pa. — Researchers in Penn State’s College of Information Sciences and Technology are advancing work that utilizes machine learning methods to improve traffic signal control Read More
Why Managers Won’t Be Replaced by AI: The Creativity Of Human Intelligence
Source: forbes.com Today, around the world, across most industry sectors, front-line, midlevel and, yes, even executive-level managers spend 54% of their workdays on administrative coordination and control. Read More
Deep Learning Speeds 3D Microscopic Neuroimaging
Source: photonics.com AUSTIN, Texas, and SAN DIEGO, Jan. 14, 2020 — Using deep learning techniques, researchers from the Salk Institute have developed a new microscopy approach that could make Read More